APPL.OPS SYSTEM ACTIVE CYCLE 07 / ACTING ON YOUR BEHALF UTC 00:00:00 Join / Support
Live institution Operating since 2024 · anticipatorypolicylab.org

We build the encounters where institutions and publics meet the consequences of emerging technology early — as simulations, prototypes, software, and public experiments.

The Anticipatory & Prophetic Policy Lab builds simulations, prototypes, software, workshops, public events, and cultural encounters that make governance questions experientially legible.

Live signals
WEAK SIGNAL —schedulers declining meetings on people's behalfWEAK SIGNAL —household helpers accreting financial authorityINTAKE —public-library compute rooms logged as access infrastructureDRAFT —a public right to capable models, under deliberationWEAK SIGNAL —agents acquiring compute of their ownENCOUNTER LOGGED —The Quiet Ledger toured this weekRESIDENCY —The Consent Horizon running with a standards bodySCHEDULED —Salon — Re-Enchantment of Reason — 14 JULFIELD STUDY —municipalities authoring policy for autonomous delivery on local streetsWEAK SIGNAL —schedulers declining meetings on people's behalfWEAK SIGNAL —household helpers accreting financial authorityINTAKE —public-library compute rooms logged as access infrastructureDRAFT —a public right to capable models, under deliberationWEAK SIGNAL —agents acquiring compute of their ownENCOUNTER LOGGED —The Quiet Ledger toured this weekRESIDENCY —The Consent Horizon running with a standards bodySCHEDULED —Salon — Re-Enchantment of Reason — 14 JULFIELD STUDY —municipalities authoring policy for autonomous delivery on local streets
Thesis

The hardest governance questions stay abstract until institutions and publics can encounter what is at stake. APPL builds the situations, artifacts, and encounters through which implications become perceptible.

What APPL does

Four working surfaces
Surfaces01
01

Builds experiential policy surfaces.

Encounter02
02

Stages encounters with implications.

Recognition03
03

Helps institutions and publics recognize what is at stake.

Action04
04

Turns recognition into interpretation, synthesis, and action.

How we work

Operating pipeline
APPL / PIPELINE — construction → encounter → recognition → interpretation
STAGE 01
Construction

We start with unresolved governance questions, weak signals, and policy tensions, then construct a prototype, simulation, software system, workshop, or exhibit.

STAGE 02
Encounter

Institutions and publics meet that surface directly — not as a briefing about a future, but as a situation they are inside of.

STAGE 03
Recognition

Recognition is captured through facilitation and dialogue, surfacing what participants now perceive about the stakes.

STAGE 04
Interpretation

Recognition is converted into briefings, essays, and next-step decisions for the institutions that hold the question.

APPL starts with unresolved governance questions, weak signals, and policy tensions. It constructs a prototype, simulation, software system, workshop, or exhibit. Institutions and publics meet that surface directly. Recognition is captured through facilitation and dialogue, then converted into briefings, essays, and next-step decisions.

Featured work & artifacts

Specimen registry · 5 in view
SPEC-001 · Scenario study · facilitated simulation In residency · 2026
Cultural & Societal Consequences

The Consent Horizon

How far a system can act on your behalf before it is quietly deciding for you.

In residency · 2026 Open record →
SPEC-002 · Agentic-system probe · preparedness exercise Active · 2026
Existential Risk & Advanced-Systems Preparedness

Agents With Interests

A working probe of systems that begin to pursue ends of their own, and the preparedness they demand.

Active · 2026 Open record →
SPEC-003 · Governance prototype · public deliberation Open cycle · 2026
Constitutional Baselines & Governance Architecture

The Right to Access

Whether access to capable models is a right, a privilege, or a public resource — taken up as a working question of governance.

Open cycle · 2026 Open record →
SPEC-004 · Tabletop simulation · domestic scenario kit Touring
Cultural & Societal Consequences

The Quiet Ledger

How everyday defaults accumulate authority no one ever voted to grant.

Touring Open record →
SPEC-005 · Municipal policy study · scenario prototype Field study
Constitutional Baselines & Governance Architecture

A Robot-Unreadable Town

How municipalities author policy for the autonomous delivery trucks, carts, food trucks, and personal vehicles moving through their streets.

Field study Open record →

Programs

Issue domains × operating formats
Issue domainsA
D1Constitutional Baselines & Governance Architecture
D2Cultural & Societal Consequences
D3Existential Risk & Advanced-Systems Preparedness
Operating formatsB
F1Prophetic Research & Scenario Work
F2Simulations, Prototypes & Experiential Systems
F3Workshops, Seminars & Salons
F4Public Culture, Events & Collaborations

Partners & publics

Who we build with
P01 Governments & standards bodies
P02 Foundations & philanthropy
P03 Universities & research centers
P04 Museums, schools & cultural institutions
P05 Technology companies
P06 Product & strategy organizations
P07 Publishers & media
P08 Mission-aligned brands

Bring a governance question to APPL — and make it real.

intake open · 3 new governance questions logged this cycle · response within one working week

Connect

Work with APPL

Intake · channel open

Tell us what you're working on. We take on commissions, partnerships, residencies, and collaborations with governments, companies, universities, and cultural institutions.

APPL / INTAKE — tell us what you're building
Intent *